An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis

Kazuto Sasai; Hiroshi Matsumura; Ryota Fukutani; Gen Kitagata; Tetsuo Kinoshita

doi:10.1007/978-3-030-22354-0_52

An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis

Kazuto Sasai, Hiroshi Matsumura, Ryota Fukutani, Gen Kitagata, Tetsuo Kinoshita

Systems & Software Division

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Network management tasks are increasing its complexity because of the development of the IoT environment, virtualization technologies. To keep the safety and security of the network systems, the advances of analysis method for various network data is required for the practical problem-solving. Although many IT tools to support the data analysis works in network management, it is not enough for adaptation to developing environment. Also, the solutions do not consider the knowledge variety of users. In this paper, we propose an agent-based approach for data presentation to support the analysis from multiple aspects in network management works. Concretely, we design the self-organized analysis procedure based on the cooperation among agents and the interactive requirement estimation mechanism to improve the support functions for the diverse of the users’ knowledge. The evaluation experiments show the effectiveness of the prototypical system designed according to the proposed approach.

Original language	English
Title of host publication	Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019
Editors	Farookh Khadeer Hussain, Leonard Barolli, Makoto Ikeda
Publisher	Springer-Verlag
Pages	587-595
Number of pages	9
ISBN (Print)	9783030223533
DOIs	https://doi.org/10.1007/978-3-030-22354-0_52
Publication status	Published - 2020 Jan 1
Event	13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019 - Sydney, Australia Duration: 2019 Jul 3 → 2019 Jul 5

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	993
ISSN (Print)	2194-5357

Conference

Conference	13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019
Country	Australia
City	Sydney
Period	19/7/3 → 19/7/5

ASJC Scopus subject areas

Control and Systems Engineering
Computer Science(all)

Access to Document

10.1007/978-3-030-22354-0_52

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Cite this

Sasai, K., Matsumura, H., Fukutani, R., Kitagata, G., & Kinoshita, T. (2020). An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis. In F. K. Hussain, L. Barolli, & M. Ikeda (Eds.), Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019 (pp. 587-595). (Advances in Intelligent Systems and Computing; Vol. 993). Springer-Verlag. https://doi.org/10.1007/978-3-030-22354-0_52

An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis. / Sasai, Kazuto; Matsumura, Hiroshi; Fukutani, Ryota; Kitagata, Gen; Kinoshita, Tetsuo.

Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019. ed. / Farookh Khadeer Hussain; Leonard Barolli; Makoto Ikeda. Springer-Verlag, 2020. p. 587-595 (Advances in Intelligent Systems and Computing; Vol. 993).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sasai, K, Matsumura, H, Fukutani, R, Kitagata, G & Kinoshita, T 2020, An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis. in FK Hussain, L Barolli & M Ikeda (eds), Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019. Advances in Intelligent Systems and Computing, vol. 993, Springer-Verlag, pp. 587-595, 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019, Sydney, Australia, 19/7/3. https://doi.org/10.1007/978-3-030-22354-0_52

Sasai K, Matsumura H, Fukutani R, Kitagata G, Kinoshita T. An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis. In Hussain FK, Barolli L, Ikeda M, editors, Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019. Springer-Verlag. 2020. p. 587-595. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-030-22354-0_52

Sasai, Kazuto ; Matsumura, Hiroshi ; Fukutani, Ryota ; Kitagata, Gen ; Kinoshita, Tetsuo. / An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis. Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019. editor / Farookh Khadeer Hussain ; Leonard Barolli ; Makoto Ikeda. Springer-Verlag, 2020. pp. 587-595 (Advances in Intelligent Systems and Computing).

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